Basic Statistics

Raw Counts

Name Value
Rows 24,967
Columns 24
Discrete columns 16
Continuous columns 8
All missing columns 0
Missing observations 150
Complete Rows 24,847
Total observations 599,208
Memory allocation 3.7 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (by frequency)

## 10 columns ignored with more than 50 categories.
## ticker: 426 categories
## cusip: 537 categories
## name: 631 categories
## First_name: 3119 categories
## Last_name: 3982 categories
## FULLNAME: 8377 categories
## Security: 426 categories
## GICS.Sub.Industry: 123 categories
## Date.First.Added: 273 categories
## Founded: 95 categories

QQ Plot

Correlation Analysis

## 11 features with more than 20 categories ignored!
## ticker: 426 categories
## cusip: 537 categories
## name: 631 categories
## First_name: 3114 categories
## Last_name: 3969 categories
## Country_of_Empl: 50 categories
## FULLNAME: 8352 categories
## Security: 426 categories
## GICS.Sub.Industry: 123 categories
## Date.First.Added: 273 categories
## Founded: 95 categories

Principal Component Analysis

## 10 features with more than 50 categories ignored!
## ticker: 426 categories
## cusip: 537 categories
## name: 631 categories
## First_name: 3114 categories
## Last_name: 3969 categories
## FULLNAME: 8352 categories
## Security: 426 categories
## GICS.Sub.Industry: 123 categories
## Date.First.Added: 273 categories
## Founded: 95 categories